bottler
commented
2 years ago No, we shouldn't have a requirement for such a new numpy. Why would you think we might?
Closed Hiusam closed 2 years ago
bottler
commented
2 years ago No, we shouldn't have a requirement for such a new numpy. Why would you think we might?
Hiusam
commented
2 years ago Because when I execute:
conda install pytorch3d -c pytorch3d
conda says:
==> WARNING: A newer version of conda exists. <==
current version: 4.10.3
latest version: 4.11.0
Please update conda by running
$ conda update -n base -c defaults conda
## Package Plan ##
environment location: /home/xurunsen/anaconda3/envs/pytorch3d
added / updated specs:
- pytorch3d
The following NEW packages will be INSTALLED:
mkl_fft pkgs/main/linux-64::mkl_fft-1.3.1-py37hd3c417c_0
mkl_random pkgs/main/linux-64::mkl_random-1.2.2-py37h51133e4_0
numpy pkgs/main/linux-64::numpy-1.21.2-py37h20f2e39_0
numpy-base pkgs/main/linux-64::numpy-base-1.21.2-py37h79a1101_0
pytorch3d pytorch3d/linux-64::pytorch3d-0.6.1-py37_cu102_pyt190It tries to install such a new version.
Hiusam
commented
2 years ago I think mayne such a new version numpy is required by pytorch1.9(cuda 10.2).
bottler
commented
2 years ago This is odd. It thinks you don't have numpy (because it says INSTALLED not UPGRADED). Can you paste the full output of conda list before you run that command?
Hiusam
commented
2 years ago Because I uninstalled the numpy at that time. Here is my original env without installing pytorch3d and its requirements.
# Name Version Build Channel
_libgcc_mutex 0.1 main
_openmp_mutex 4.5 1_gnu
absl-py 1.0.0 pypi_0 pypi
addict 2.4.0 pypi_0 pypi
argon2-cffi 21.3.0 pypi_0 pypi
argon2-cffi-bindings 21.2.0 pypi_0 pypi
attrs 21.4.0 pypi_0 pypi
backcall 0.2.0 pypi_0 pypi
black 22.1.0 pypi_0 pypi
blas 1.0 mkl
bleach 4.1.0 pypi_0 pypi
bzip2 1.0.8 h7b6447c_0
ca-certificates 2022.2.1 h06a4308_0
cachetools 5.0.0 pypi_0 pypi
certifi 2021.10.8 py37h06a4308_2
cffi 1.15.0 pypi_0 pypi
charset-normalizer 2.0.12 pypi_0 pypi
click 8.0.4 pypi_0 pypi
cudatoolkit 10.2.89 hfd86e86_1
cycler 0.11.0 pypi_0 pypi
debugpy 1.5.1 pypi_0 pypi
decorator 5.1.1 pypi_0 pypi
defusedxml 0.7.1 pypi_0 pypi
descartes 1.1.0 pypi_0 pypi
entrypoints 0.4 pypi_0 pypi
ffmpeg 4.3 hf484d3e_0 pytorch
fire 0.4.0 pypi_0 pypi
flake8 4.0.1 pypi_0 pypi
fonttools 4.29.1 pypi_0 pypi
freetype 2.11.0 h70c0345_0
giflib 5.2.1 h7b6447c_0
gmp 6.2.1 h2531618_2
gnutls 3.6.15 he1e5248_0
google-auth 2.6.0 pypi_0 pypi
google-auth-oauthlib 0.4.6 pypi_0 pypi
grpcio 1.44.0 pypi_0 pypi
idna 3.3 pypi_0 pypi
imageio 2.15.0 pypi_0 pypi
importlib-metadata 4.2.0 pypi_0 pypi
importlib-resources 5.4.0 pypi_0 pypi
iniconfig 1.1.1 pypi_0 pypi
intel-openmp 2021.4.0 h06a4308_3561
ipdb 0.13.9 pypi_0 pypi
ipykernel 6.9.1 pypi_0 pypi
ipython 7.32.0 pypi_0 pypi
ipython-genutils 0.2.0 pypi_0 pypi
ipywidgets 7.6.5 pypi_0 pypi
jedi 0.18.1 pypi_0 pypi
jinja2 3.0.3 pypi_0 pypi
joblib 1.1.0 pypi_0 pypi
jpeg 9b h024ee3a_2
jsonschema 4.4.0 pypi_0 pypi
jupyter 1.0.0 pypi_0 pypi
jupyter-client 7.1.2 pypi_0 pypi
jupyter-console 6.4.3 pypi_0 pypi
jupyter-core 4.9.2 pypi_0 pypi
jupyterlab-pygments 0.1.2 pypi_0 pypi
jupyterlab-widgets 1.0.2 pypi_0 pypi
kiwisolver 1.3.2 pypi_0 pypi
lame 3.100 h7b6447c_0
lcms2 2.12 h3be6417_0
ld_impl_linux-64 2.35.1 h7274673_9
libffi 3.3 he6710b0_2
libgcc-ng 9.3.0 h5101ec6_17
libgomp 9.3.0 h5101ec6_17
libiconv 1.15 h63c8f33_5
libidn2 2.3.2 h7f8727e_0
libpng 1.6.37 hbc83047_0
libstdcxx-ng 9.3.0 hd4cf53a_17
libtasn1 4.16.0 h27cfd23_0
libtiff 4.1.0 h2733197_1
libunistring 0.9.10 h27cfd23_0
libuv 1.40.0 h7b6447c_0
libwebp 1.2.0 h89dd481_0
llvmlite 0.31.0 pypi_0 pypi
lyft-dataset-sdk 0.0.8 pypi_0 pypi
lz4-c 1.9.3 h295c915_1
markdown 3.3.4 pypi_0 pypi
markupsafe 2.1.0 pypi_0 pypi
matplotlib 3.5.1 pypi_0 pypi
matplotlib-inline 0.1.3 pypi_0 pypi
mccabe 0.6.1 pypi_0 pypi
mistune 0.8.4 pypi_0 pypi
mkl 2021.4.0 h06a4308_640
mkl-service 2.4.0 py37h7f8727e_0
mkl_fft 1.3.1 py37hd3c417c_0
mkl_random 1.2.2 py37h51133e4_0
mmcv-full 1.4.0 dev_0 <develop>
mmdet 2.14.0 pypi_0 pypi
mmdet3d 0.15.0 dev_0 <develop>
mmsegmentation 0.14.1 pypi_0 pypi
mypy-extensions 0.4.3 pypi_0 pypi
nbclient 0.5.12 pypi_0 pypi
nbconvert 6.4.2 pypi_0 pypi
nbformat 5.1.3 pypi_0 pypi
ncurses 6.3 h7f8727e_2
nest-asyncio 1.5.4 pypi_0 pypi
nettle 3.7.3 hbbd107a_1
networkx 2.2 pypi_0 pypi
ninja 1.10.2 py37hd09550d_3
notebook 6.4.8 pypi_0 pypi
numba 0.48.0 pypi_0 pypi
numpy 1.19.5 pypi_0 pypi
nuscenes-devkit 1.1.9 pypi_0 pypi
oauthlib 3.2.0 pypi_0 pypi
opencv-python 4.5.5.64 pypi_0 pypi
openh264 2.1.1 h4ff587b_0
openssl 1.1.1m h7f8727e_0
packaging 21.3 pypi_0 pypi
pandas 1.3.5 pypi_0 pypi
pandocfilters 1.5.0 pypi_0 pypi
parso 0.8.3 pypi_0 pypi
pathspec 0.9.0 pypi_0 pypi
pexpect 4.8.0 pypi_0 pypi
pickleshare 0.7.5 pypi_0 pypi
pillow 9.0.1 py37h22f2fdc_0
pip 21.2.2 py37h06a4308_0
platformdirs 2.5.1 pypi_0 pypi
plotly 5.6.0 pypi_0 pypi
pluggy 1.0.0 pypi_0 pypi
plyfile 0.7.4 pypi_0 pypi
prettytable 3.2.0 pypi_0 pypi
prometheus-client 0.13.1 pypi_0 pypi
prompt-toolkit 3.0.28 pypi_0 pypi
protobuf 3.19.4 pypi_0 pypi
ptyprocess 0.7.0 pypi_0 pypi
py 1.11.0 pypi_0 pypi
pyasn1 0.4.8 pypi_0 pypi
pyasn1-modules 0.2.8 pypi_0 pypi
pycocotools 2.0.4 pypi_0 pypi
pycodestyle 2.8.0 pypi_0 pypi
pycparser 2.21 pypi_0 pypi
pyflakes 2.4.0 pypi_0 pypi
pygments 2.11.2 pypi_0 pypi
pyparsing 3.0.7 pypi_0 pypi
pyquaternion 0.9.9 pypi_0 pypi
pyrsistent 0.18.1 pypi_0 pypi
pytest 7.0.1 pypi_0 pypi
python 3.7.11 h12debd9_0
python-dateutil 2.8.2 pypi_0 pypi
pytorch 1.9.0 py3.7_cuda10.2_cudnn7.6.5_0 pytorch
pytz 2021.3 pypi_0 pypi
pywavelets 1.2.0 pypi_0 pypi
pyyaml 6.0 pypi_0 pypi
pyzmq 22.3.0 pypi_0 pypi
qtconsole 5.2.2 pypi_0 pypi
qtpy 2.0.1 pypi_0 pypi
readline 8.1.2 h7f8727e_1
requests 2.27.1 pypi_0 pypi
requests-oauthlib 1.3.1 pypi_0 pypi
rsa 4.8 pypi_0 pypi
scikit-image 0.19.2 pypi_0 pypi
scikit-learn 1.0.2 pypi_0 pypi
scipy 1.7.3 pypi_0 pypi
send2trash 1.8.0 pypi_0 pypi
setuptools 58.0.4 py37h06a4308_0
shapely 1.8.1.post1 pypi_0 pypi
six 1.16.0 pyhd3eb1b0_1
sqlite 3.37.2 hc218d9a_0
tenacity 8.0.1 pypi_0 pypi
tensorboard 2.8.0 pypi_0 pypi
tensorboard-data-server 0.6.1 pypi_0 pypi
tensorboard-plugin-wit 1.8.1 pypi_0 pypi
termcolor 1.1.0 pypi_0 pypi
terminado 0.13.3 pypi_0 pypi
terminaltables 3.1.10 pypi_0 pypi
testpath 0.6.0 pypi_0 pypi
threadpoolctl 3.1.0 pypi_0 pypi
tifffile 2021.11.2 pypi_0 pypi
tk 8.6.11 h1ccaba5_0
toml 0.10.2 pypi_0 pypi
tomli 2.0.1 pypi_0 pypi
torchaudio 0.9.0 py37 pytorch
torchvision 0.10.0 py37_cu102 pytorch
tornado 6.1 pypi_0 pypi
tqdm 4.63.0 pypi_0 pypi
traitlets 5.1.1 pypi_0 pypi
trimesh 2.35.39 pypi_0 pypi
typed-ast 1.5.2 pypi_0 pypi
typing_extensions 3.10.0.2 pyh06a4308_0
urllib3 1.26.8 pypi_0 pypi
wcwidth 0.2.5 pypi_0 pypi
webencodings 0.5.1 pypi_0 pypi
werkzeug 2.0.3 pypi_0 pypi
wheel 0.37.1 pyhd3eb1b0_0
widgetsnbextension 3.5.2 pypi_0 pypi
xz 5.2.5 h7b6447c_0
yapf 0.32.0 pypi_0 pypi
zipp 3.7.0 pypi_0 pypi
zlib 1.2.11 h7f8727e_4
zstd 1.4.9 haebb681_0 I think the problem is that my original environment is installed with NumPy 1.19.5 and when installing pytorch3d, it tries to install NumPy-base 1.21.2, and my env cannot work properly. I have solved the problem by installing PyTorch and pytorch3d first, which will install NumPy 1.21.2 and then installed other packages that required lower version NumPy, and NumPy will become 1.195. It seems that the env works well in this way, though I think there may be some inconsistency.
bottler
commented
2 years ago I think the distinction might be whether numpy is installed from conda or not. The PyTorch3D conda package depends on the numpy conda package, and your numpy was from pypi. So when you try to install pytorch3d it is as if you don't have numpy so tries to find it, which takes the current version. I'm glad you've got round the problem.
Does pytorch3d only support numpy and numpy-base with version >= 1.21? I have a package compatible with numpy <= 1.19.5 only what can I do?